Learning from Ontology Streams with Semantic Concept Drift.
Freddy LécuéJiaoyan ChenJeff Z. PanHuajun ChenPublished in: CoRR (2017)
Keyphrases
- concept drift
- drifting concepts
- data streams
- domain ontology
- semantic web
- batch learning
- semantic information
- background knowledge
- streaming data
- prior knowledge
- learning algorithm
- active learning
- neural network
- incremental learning
- inductive learning
- reinforcement learning
- classification algorithm
- data distribution
- learning process
- change detection
- similarity measure
- database systems